Overview

Dataset info

Number of variables65
Number of observations9792
Missing cells8776 (1.4%)
Duplicate rows82 (0.8%)
Total size in memory4.9 MiB
Average record size in memory520.0 B

Variables types

Numeric41
Categorical0
Boolean1
Date0
URL0
Text (Unique)0
Rejected23
Unsupported0

Warnings

Dataset has 82 (0.8%) duplicate rows Warning
X10 is highly skewed (γ1 = -94.0281074) Skewed
X11 is highly skewed (γ1 = 44.26663626) Skewed
X12 is highly skewed (γ1 = -54.69677552) Skewed
X13 is highly skewed (γ1 = 36.07321928) Skewed
X14 is highly correlated with X11 (ρ = 0.9887994067) Rejected
X15 is highly skewed (γ1 = 55.47711843) Skewed
X16 is highly correlated with X12 (ρ = 0.976533822) Rejected
X17 is highly skewed (γ1 = 58.84945396) Skewed
X18 is highly skewed (γ1 = 48.64885333) Skewed
X2 is highly skewed (γ1 = 94.23602939) Skewed
X20 is highly skewed (γ1 = 48.70550707) Skewed
X20 has 599 (6.1%) zeros Zeros
X21 is highly skewed (γ1 = 56.55562556) Skewed
X21 has 158 (1.6%) missing values Missing
X22 is highly correlated with X14 (ρ = 0.9019352339) Rejected
X23 is highly correlated with X19 (ρ = 0.9947370951) Rejected
X24 has 211 (2.2%) missing values Missing
X25 is highly correlated with X10 (ρ = 0.9939824942) Rejected
X26 is highly correlated with X16 (ρ = 0.9949878078) Rejected
X27 is highly skewed (γ1 = 46.33065301) Skewed
X27 has 668 (6.8%) zeros Zeros
X27 has 641 (6.5%) missing values Missing
X28 is highly skewed (γ1 = 60.33864312) Skewed
X28 has 231 (2.4%) missing values Missing
X3 is highly correlated with X25 (ρ = 0.9836612161) Rejected
X30 is highly skewed (γ1 = 70.68294257) Skewed
X31 is highly correlated with X23 (ρ = 0.9841929148) Rejected
X32 is highly skewed (γ1 = 45.54528428) Skewed
X33 is highly skewed (γ1 = 66.0257814) Skewed
X34 is highly correlated with X33 (ρ = 0.9423148929) Rejected
X35 is highly correlated with X22 (ρ = 0.9367083025) Rejected
X36 is highly skewed (γ1 = 96.7486044) Skewed
X37 is highly skewed (γ1 = 23.70329592) Skewed
X37 has 4442 (45.4%) missing values Missing
X38 is highly correlated with X3 (ρ = 0.9933965416) Rejected
X39 is highly skewed (γ1 = -95.36281585) Skewed
X4 is highly skewed (γ1 = 86.06915281) Skewed
X40 is highly skewed (γ1 = 80.15908074) Skewed
X41 is highly skewed (γ1 = 60.62886605) Skewed
X41 has 187 (1.9%) missing values Missing
X42 is highly skewed (γ1 = -40.35845415) Skewed
X42 has 892 (9.1%) zeros Zeros
X43 is highly skewed (γ1 = 82.05573159) Skewed
X44 is highly correlated with X43 (ρ = 0.9999342799) Rejected
X45 is highly skewed (γ1 = 44.45412253) Skewed
X45 has 613 (6.3%) missing values Missing
X46 is highly correlated with X4 (ρ = 0.999948176) Rejected
X47 is highly skewed (γ1 = 52.18426409) Skewed
X47 has 603 (6.2%) zeros Zeros
X48 is highly skewed (γ1 = 25.33432634) Skewed
X48 has 213 (2.2%) zeros Zeros
X49 is highly skewed (γ1 = -39.19660551) Skewed
X49 has 213 (2.2%) zeros Zeros
X5 is highly skewed (γ1 = 43.8357539) Skewed
X50 is highly correlated with X46 (ρ = 0.9945594756) Rejected
X51 is highly correlated with X2 (ρ = 0.9923028924) Rejected
X52 is highly correlated with X32 (ρ = 0.991369279) Rejected
X53 is highly skewed (γ1 = 32.9053982) Skewed
X53 has 231 (2.4%) missing values Missing
X54 is highly correlated with X28 (ρ = 0.9987279629) Rejected
X55 is highly skewed (γ1 = 55.45605287) Skewed
X56 is highly correlated with X39 (ρ = 0.999295389) Rejected
X57 is highly skewed (γ1 = -45.61710532) Skewed
X57 has 105 (1.1%) zeros Zeros
X58 is highly skewed (γ1 = 66.37566702) Skewed
X59 is highly skewed (γ1 = 48.44764012) Skewed
X59 has 4444 (45.4%) zeros Zeros
X6 is highly skewed (γ1 = -21.69753607) Skewed
X6 has 4055 (41.4%) zeros Zeros
X60 is highly skewed (γ1 = 65.49077002) Skewed
X60 has 614 (6.3%) missing values Missing
X61 is highly skewed (γ1 = 97.17717656) Skewed
X62 is highly correlated with X30 (ρ = 0.944755247) Rejected
X63 is highly correlated with X36 (ρ = 0.939441559) Rejected
X64 is highly skewed (γ1 = 32.61179169) Skewed
X64 has 231 (2.4%) missing values Missing
X7 is highly correlated with X22 (ρ = 0.9019397054) Rejected
X8 is highly correlated with X17 (ρ = 0.9999990887) Rejected
X9 is highly correlated with X63 (ρ = 0.9240575663) Rejected

Variables

X1
Numeric

Distinct count9314
Unique (%)95.1%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.04301916745
Minimum-12.458
Maximum20.482
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum-12.458
5-th percentile-0.21297
Q10.00132115
Median0.041364
Q30.11113
95-th percentile0.292695
Maximum20.482
Range32.94
Interquartile range0.10980885

Descriptive statistics

Standard deviation0.3593209214
Coef of variation8.352577297
Kurtosis1337.683921
Mean0.04301916745
MAD0.1161256655
Skewness13.46751823
Sum421.2006685
Variance0.1291115246
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 45 0.5%
 
0.11759 4 < 0.1%
 
0.13846 3 < 0.1%
 
0.0028921 3 < 0.1%
 
0.10337 3 < 0.1%
 
0.10591 3 < 0.1%
 
0.11995 3 < 0.1%
 
0.19412 3 < 0.1%
 
0.27933 3 < 0.1%
 
-0.034288 3 < 0.1%
 
Other values (9303) 9718 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-12.458 1 < 0.1%
 
-9.2981 1 < 0.1%
 
-5.9655 1 < 0.1%
 
-4.2407 1 < 0.1%
 
-4.0506 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20.482 1 < 0.1%
 
9.8037 1 < 0.1%
 
3.1233 1 < 0.1%
 
2.9771 1 < 0.1%
 
2.6476 1 < 0.1%
 

X10
Numeric

Distinct count9209
Unique (%)94.0%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.3890400828
Minimum-445.91
Maximum12.602
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-445.91
5-th percentile-0.0795615
Q10.29444
Median0.51045
Q30.71429
95-th percentile0.921695
Maximum12.602
Range458.512
Interquartile range0.41985

Descriptive statistics

Standard deviation4.590298658
Coef of variation11.79903784
Kurtosis9131.06014
Mean0.3890400828
MAD0.3613694747
Skewness-94.0281074
Sum3809.09145
Variance21.07084177
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 12 0.1%
 
0.57653 4 < 0.1%
 
0.69389 4 < 0.1%
 
0.63277 3 < 0.1%
 
0.93205 3 < 0.1%
 
0.69425 3 < 0.1%
 
0.69794 3 < 0.1%
 
0.76515 3 < 0.1%
 
0.52806 3 < 0.1%
 
0.83002 3 < 0.1%
 
Other values (9198) 9750 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-445.91 1 < 0.1%
 
-39.156 1 < 0.1%
 
-24.431 1 < 0.1%
 
-24.005 1 < 0.1%
 
-19.403 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
12.602 1 < 0.1%
 
9.7778 1 < 0.1%
 
7.6056 1 < 0.1%
 
2.326 1 < 0.1%
 
1.8286 1 < 0.1%
 

X11
Numeric

Distinct count9320
Unique (%)95.2%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.07541739891
Minimum-12.244
Maximum38.618
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-12.244
5-th percentile-0.19137
Q10.0094571
Median0.062544
Q30.140805
95-th percentile0.35038
Maximum38.618
Range50.862
Interquartile range0.1313479

Descriptive statistics

Standard deviation0.5282321423
Coef of variation7.004115096
Kurtosis3174.734133
Mean0.07541739891
MAD0.1290255319
Skewness44.26663626
Sum738.4117528
Variance0.2790291961
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 7 0.1%
 
0.10346 4 < 0.1%
 
0.20908 4 < 0.1%
 
0.15209 3 < 0.1%
 
0.058179 3 < 0.1%
 
0.16986 3 < 0.1%
 
0.081877 3 < 0.1%
 
0.23157 3 < 0.1%
 
0.011585 3 < 0.1%
 
0.21107 3 < 0.1%
 
Other values (9309) 9755 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-12.244 1 < 0.1%
 
-8.9666 1 < 0.1%
 
-4.2407 1 < 0.1%
 
-4.0494 1 < 0.1%
 
-3.6424 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
38.618 1 < 0.1%
 
20.482 1 < 0.1%
 
9.8135 1 < 0.1%
 
3.4542 1 < 0.1%
 
3.1233 1 < 0.1%
 

X12
Numeric

Distinct count9399
Unique (%)96.0%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean0.2109893969
Minimum-6331.8
Maximum3340.9
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-6331.8
5-th percentile-0.511642
Q10.007608
Median0.14369
Q30.51382
95-th percentile2.4482
Maximum3340.9
Range9672.7
Interquartile range0.506212

Descriptive statistics

Standard deviation74.23727369
Coef of variation351.8531016
Kurtosis5859.578982
Mean0.2109893969
MAD2.203464152
Skewness-54.69677552
Sum2056.93563
Variance5511.172805
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.20448 4 < 0.1%
 
0.11861 4 < 0.1%
 
0.16427 3 < 0.1%
 
0.47005 3 < 0.1%
 
0.10943 3 < 0.1%
 
0.82048 3 < 0.1%
 
0.15048 3 < 0.1%
 
0.12286 3 < 0.1%
 
0.05604 3 < 0.1%
 
0.13008 3 < 0.1%
 
Other values (9388) 9717 99.2%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-6331.8 1 < 0.1%
 
-1236.4 1 < 0.1%
 
-178.92 1 < 0.1%
 
-166.19 1 < 0.1%
 
-150.42 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3340.9 1 < 0.1%
 
697 1 < 0.1%
 
342.55 1 < 0.1%
 
212.1 1 < 0.1%
 
179.4 1 < 0.1%
 

X13
Numeric

Distinct count9262
Unique (%)94.6%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean0.3989022407
Minimum-1460.6
Maximum2707.7
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1460.6
5-th percentile-0.143785
Q10.021204
Median0.063829
Q30.127935
95-th percentile0.319075
Maximum2707.7
Range4168.3
Interquartile range0.106731

Descriptive statistics

Standard deviation37.974787
Coef of variation95.19822936
Kurtosis3065.359471
Mean0.3989022407
MAD1.432824188
Skewness36.07321928
Sum3897.673794
Variance1442.084448
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
0.11915 4 < 0.1%
 
0.13989 4 < 0.1%
 
0.13834 4 < 0.1%
 
0.14396 4 < 0.1%
 
0.14336 4 < 0.1%
 
0.13353 3 < 0.1%
 
0.11431 3 < 0.1%
 
0.11236 3 < 0.1%
 
0.14935 3 < 0.1%
 
Other values (9251) 9731 99.4%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1460.6 1 < 0.1%
 
-788.11 1 < 0.1%
 
-668.15 1 < 0.1%
 
-184 1 < 0.1%
 
-67.739 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2707.7 1 < 0.1%
 
1101.6 2 < 0.1%
 
804.4 1 < 0.1%
 
508.02 1 < 0.1%
 
308.5 1 < 0.1%
 

X14
Highly correlated

This variable is highly correlated with X11 and should be ignored for analysis

Correlation0.9887994067

X15
Numeric

Distinct count9342
Unique (%)95.4%
Missing (%)0.1%
Missing (n)8
Infinite (%)0.0%
Infinite (n)0
Mean3017.6806
Minimum-1567500
Maximum8085500
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1567500
5-th percentile-4888.26
Q1217.355
Median906.555
Q32412.5
95-th percentile9299.075
Maximum8085500
Range9653000
Interquartile range2195.145

Descriptive statistics

Standard deviation102273.1485
Coef of variation33.89130994
Kurtosis4144.257548
Mean3017.6806
MAD7958.660228
Skewness55.47711843
Sum29524986.99
Variance1.045979691e+10
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 12 0.1%
 
1051.3 3 < 0.1%
 
2190 3 < 0.1%
 
2161.7 3 < 0.1%
 
1433.2 3 < 0.1%
 
1272.8 3 < 0.1%
 
1597.6 3 < 0.1%
 
1487.8 3 < 0.1%
 
1187.2 3 < 0.1%
 
1411.4 3 < 0.1%
 
Other values (9331) 9745 99.5%
 
(Missing) 8 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1567500 1 < 0.1%
 
-1232400 1 < 0.1%
 
-789840 1 < 0.1%
 
-740260 1 < 0.1%
 
-702610 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8085500 1 < 0.1%
 
3046900 1 < 0.1%
 
2754300 1 < 0.1%
 
1486900 1 < 0.1%
 
1421000 1 < 0.1%
 

X16
Highly correlated

This variable is highly correlated with X12 and should be ignored for analysis

Correlation0.976533822

X17
Numeric

Distinct count8626
Unique (%)88.1%
Missing (%)0.2%
Missing (n)19
Infinite (%)0.0%
Infinite (n)0
Mean20.97603272
Minimum0.00085666
Maximum53210
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.00085666
5-th percentile0.931942
Q11.4489
Median2.1346
Q33.7815
95-th percentile13.7666
Maximum53210
Range53209.99914
Interquartile range2.3326

Descriptive statistics

Standard deviation698.7572451
Coef of variation33.31217368
Kurtosis3924.885593
Mean20.97603272
MAD34.61212823
Skewness58.84945396
Sum204998.7678
Variance488261.6876
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
2.7927 5 0.1%
 
1.2986 4 < 0.1%
 
1.7202 4 < 0.1%
 
1.167 4 < 0.1%
 
3.2668 4 < 0.1%
 
2.456 4 < 0.1%
 
1.4974 4 < 0.1%
 
2.5413 4 < 0.1%
 
1.2064 4 < 0.1%
 
2.4593 4 < 0.1%
 
Other values (8615) 9732 99.4%
 
(Missing) 19 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.00085666 1 < 0.1%
 
0.0022376 1 < 0.1%
 
0.024902 1 < 0.1%
 
0.039321 1 < 0.1%
 
0.039993 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
53210 1 < 0.1%
 
27146 1 < 0.1%
 
25873 1 < 0.1%
 
19572 1 < 0.1%
 
8270 1 < 0.1%
 

X18
Numeric

Distinct count9323
Unique (%)95.2%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.06457972494
Minimum-12.458
Maximum50.266
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-12.458
5-th percentile-0.212395
Q10.00300775
Median0.048859
Q30.12696
95-th percentile0.334025
Maximum50.266
Range62.724
Interquartile range0.12395225

Descriptive statistics

Standard deviation0.7361425541
Coef of variation11.3989732
Kurtosis3052.372775
Mean0.06457972494
MAD0.1352310613
Skewness48.64885333
Sum632.3000869
Variance0.54190586
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 7 0.1%
 
0.10346 4 < 0.1%
 
0.061763 3 < 0.1%
 
0.011875 3 < 0.1%
 
0.21107 3 < 0.1%
 
0.11548 3 < 0.1%
 
0.013099 3 < 0.1%
 
0.11682 3 < 0.1%
 
0.05288 3 < 0.1%
 
0.14739 3 < 0.1%
 
Other values (9312) 9756 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-12.458 1 < 0.1%
 
-9.2981 1 < 0.1%
 
-5.9655 1 < 0.1%
 
-4.2407 1 < 0.1%
 
-4.0506 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
50.266 1 < 0.1%
 
38.618 1 < 0.1%
 
20.482 1 < 0.1%
 
9.8037 1 < 0.1%
 
3.1233 1 < 0.1%
 

X19
Numeric

Distinct count9356
Unique (%)95.5%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean-0.0190805224
Minimum-1578.7
Maximum1082.6
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1578.7
5-th percentile-0.203195
Q10.00193685
Median0.030967
Q30.083315
95-th percentile0.22528
Maximum1082.6
Range2661.3
Interquartile range0.08137815

Descriptive statistics

Standard deviation25.58361262
Coef of variation-1340.823489
Kurtosis2296.883175
Mean-0.0190805224
MAD0.867406255
Skewness-12.35658661
Sum-186.4357844
Variance654.5212348
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
0.025721 4 < 0.1%
 
0.074148 3 < 0.1%
 
0.11313 3 < 0.1%
 
0.026124 3 < 0.1%
 
0.1657 3 < 0.1%
 
0.10867 3 < 0.1%
 
0.011069 3 < 0.1%
 
0.10491 3 < 0.1%
 
0.11535 3 < 0.1%
 
Other values (9345) 9735 99.4%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1578.7 1 < 0.1%
 
-788.11 1 < 0.1%
 
-668.5 1 < 0.1%
 
-186 1 < 0.1%
 
-67.739 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1082.6 2 < 0.1%
 
497.02 1 < 0.1%
 
305.5 1 < 0.1%
 
261.84 1 < 0.1%
 
129.02 1 < 0.1%
 

X2
Numeric

Distinct count9163
Unique (%)93.6%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.5964038159
Minimum0
Maximum446.91
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0717945
Q10.263145
Median0.46774
Q30.689255
95-th percentile1.0704
Maximum446.91
Range446.91
Interquartile range0.42611

Descriptive statistics

Standard deviation4.587121655
Coef of variation7.691301654
Kurtosis9157.579393
Mean0.5964038159
MAD0.360655398
Skewness94.23602939
Sum5839.389761
Variance21.04168508
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 18 0.2%
 
0.35808 5 0.1%
 
0.30611 4 < 0.1%
 
0.23485 4 < 0.1%
 
0.27403 3 < 0.1%
 
0.57879 3 < 0.1%
 
0.2128 3 < 0.1%
 
0.47194 3 < 0.1%
 
0.18246 3 < 0.1%
 
0.77723 3 < 0.1%
 
Other values (9152) 9742 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 18 0.2%
 
1.8794e-05 1 < 0.1%
 
3.6837e-05 1 < 0.1%
 
3.8651e-05 1 < 0.1%
 
5.1095e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
446.91 1 < 0.1%
 
40.157 1 < 0.1%
 
25.431 1 < 0.1%
 
25.005 1 < 0.1%
 
20.403 1 < 0.1%
 

X20
Numeric

Distinct count8653
Unique (%)88.4%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean62.70458879
Minimum0
Maximum26606
Zeros (%)6.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q115.2445
Median35.657
Q365.6675
95-th percentile152.475
Maximum26606
Range26606
Interquartile range50.423

Descriptive statistics

Standard deviation377.2041569
Coef of variation6.015575002
Kurtosis2938.738832
Mean62.70458879
MAD54.23045673
Skewness48.70550707
Sum612686.5371
Variance142282.976
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 599 6.1%
 
10.325 5 0.1%
 
123.71 3 < 0.1%
 
34.293 3 < 0.1%
 
78.747 3 < 0.1%
 
44.889 3 < 0.1%
 
0.86347 3 < 0.1%
 
50.095 3 < 0.1%
 
23.701 3 < 0.1%
 
56.951 3 < 0.1%
 
Other values (8642) 9143 93.4%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 599 6.1%
 
0.0014509 1 < 0.1%
 
0.0022594 1 < 0.1%
 
0.010256 1 < 0.1%
 
0.011615 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
26606 1 < 0.1%
 
15617 1 < 0.1%
 
10620 1 < 0.1%
 
9444.6 1 < 0.1%
 
7695.3 1 < 0.1%
 

X21
Numeric

Distinct count7113
Unique (%)72.6%
Missing (%)1.6%
Missing (n)158
Infinite (%)0.0%
Infinite (n)0
Mean1.218724018
Minimum-1.1463
Maximum396.16
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1.1463
5-th percentile0.6300395
Q10.920125
Median1.0457
Q31.208925
95-th percentile1.694335
Maximum396.16
Range397.3063
Interquartile range0.2888

Descriptive statistics

Standard deviation5.930840077
Coef of variation4.866434065
Kurtosis3330.108418
Mean1.218724018
MAD0.4067636526
Skewness56.55562556
Sum11741.18719
Variance35.17486402
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 17 0.2%
 
0 9 0.1%
 
1.0989 8 0.1%
 
1.0236 8 0.1%
 
1.0705 8 0.1%
 
1.0223 8 0.1%
 
1.0765 7 0.1%
 
1.0387 7 0.1%
 
1.0435 7 0.1%
 
1.1181 7 0.1%
 
Other values (7102) 9548 97.5%
 
(Missing) 158 1.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.1463 1 < 0.1%
 
-0.39667 1 < 0.1%
 
0 9 0.1%
 
3.4903e-05 1 < 0.1%
 
0.00041499 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
396.16 1 < 0.1%
 
311.15 1 < 0.1%
 
280.94 1 < 0.1%
 
69.128 1 < 0.1%
 
34.858 1 < 0.1%
 

X22
Highly correlated

This variable is highly correlated with X14 and should be ignored for analysis

Correlation0.9019352339

X23
Highly correlated

This variable is highly correlated with X19 and should be ignored for analysis

Correlation0.9947370951

X24
Numeric

Distinct count9160
Unique (%)93.5%
Missing (%)2.2%
Missing (n)211
Infinite (%)0.0%
Infinite (n)0
Mean0.2477417449
Minimum-314.37
Maximum400.59
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-314.37
5-th percentile-0.46025
Q10.0040491
Median0.14915
Q30.3606
95-th percentile0.8767
Maximum400.59
Range714.96
Interquartile range0.3565509

Descriptive statistics

Standard deviation8.268015175
Coef of variation33.37352443
Kurtosis1419.053859
Mean0.2477417449
MAD0.5737011587
Skewness14.6067865
Sum2373.613658
Variance68.36007494
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 16 0.2%
 
0.44318 3 < 0.1%
 
0.27976 3 < 0.1%
 
0.35872 3 < 0.1%
 
0.16594 3 < 0.1%
 
0.23445 3 < 0.1%
 
0.15342 3 < 0.1%
 
0.15548 3 < 0.1%
 
0.36352 3 < 0.1%
 
0.010318 3 < 0.1%
 
Other values (9149) 9538 97.4%
 
(Missing) 211 2.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-314.37 1 < 0.1%
 
-289.12 1 < 0.1%
 
-152.3 1 < 0.1%
 
-59.556 1 < 0.1%
 
-38.571 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
400.59 1 < 0.1%
 
308.14 1 < 0.1%
 
299.18 1 < 0.1%
 
219.23 1 < 0.1%
 
182.81 1 < 0.1%
 

X25
Highly correlated

This variable is highly correlated with X10 and should be ignored for analysis

Correlation0.9939824942

X26
Highly correlated

This variable is highly correlated with X16 and should be ignored for analysis

Correlation0.9949878078

X27
Numeric

Distinct count8234
Unique (%)84.1%
Missing (%)6.5%
Missing (n)641
Infinite (%)0.0%
Infinite (n)0
Mean1115.882762
Minimum-259010
Maximum2037300
Zeros (%)6.8%
Mini histogram

Quantile statistics

Minimum-259010
5-th percentile-10.6165
Q10
Median1.0055
Q35.2361
95-th percentile119.635
Maximum2037300
Range2296310
Interquartile range5.2361

Descriptive statistics

Standard deviation31439.37794
Coef of variation28.17444538
Kurtosis2531.059731
Mean1115.882762
MAD2386.534203
Skewness46.33065301
Sum10211443.16
Variance988434485
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 668 6.8%
 
-10 5 0.1%
 
1.0209 4 < 0.1%
 
8.6499 3 < 0.1%
 
1.1762 3 < 0.1%
 
5.4394 3 < 0.1%
 
1.1643 3 < 0.1%
 
5.5733 3 < 0.1%
 
26.207 3 < 0.1%
 
1.417 3 < 0.1%
 
Other values (8223) 8453 86.3%
 
(Missing) 641 6.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-259010 1 < 0.1%
 
-194460 1 < 0.1%
 
-109340 1 < 0.1%
 
-93149 1 < 0.1%
 
-39827 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2037300 1 < 0.1%
 
1311400 1 < 0.1%
 
1138500 1 < 0.1%
 
930220 1 < 0.1%
 
428150 1 < 0.1%
 

X28
Numeric

Distinct count9199
Unique (%)93.9%
Missing (%)2.4%
Missing (n)231
Infinite (%)0.0%
Infinite (n)0
Mean6.725180035
Minimum-990.02
Maximum11864
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-990.02
5-th percentile-0.68704
Q10.035097
Median0.47077
Q31.57
95-th percentile11.852
Maximum11864
Range12854.02
Interquartile range1.534903

Descriptive statistics

Standard deviation147.9635742
Coef of variation22.00142946
Kurtosis4479.206177
Mean6.725180035
MAD12.07668008
Skewness60.33864312
Sum64299.44631
Variance21893.21928
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.15734 3 < 0.1%
 
20.553 3 < 0.1%
 
0.07574 3 < 0.1%
 
1.3471 3 < 0.1%
 
3.5922 3 < 0.1%
 
2.1121 3 < 0.1%
 
2.2301 3 < 0.1%
 
2.6985 3 < 0.1%
 
1.2857 3 < 0.1%
 
1.0479 3 < 0.1%
 
Other values (9188) 9531 97.3%
 
(Missing) 231 2.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-990.02 1 < 0.1%
 
-925.4 1 < 0.1%
 
-308.62 1 < 0.1%
 
-240.85 1 < 0.1%
 
-212.68 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11864 1 < 0.1%
 
4783.1 1 < 0.1%
 
3269.4 1 < 0.1%
 
2508.2 1 < 0.1%
 
2340.3 1 < 0.1%
 

X29
Numeric

Distinct count8223
Unique (%)84.0%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean3.946479449
Minimum-0.44009
Maximum9.6518
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.44009
5-th percentile2.4924
Q13.39845
Median3.9764
Q34.49855
95-th percentile5.355
Maximum9.6518
Range10.09189
Interquartile range1.1001

Descriptive statistics

Standard deviation0.8657137678
Coef of variation0.2193635565
Kurtosis0.6715570731
Mean3.946479449
MAD0.6758250825
Skewness-0.09216803976
Sum38639.98029
Variance0.7494603277
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
3.417 5 0.1%
 
3.7545 5 0.1%
 
3.6485 5 0.1%
 
3.5628 5 0.1%
 
4.0543 4 < 0.1%
 
3.7958 4 < 0.1%
 
4.0762 4 < 0.1%
 
3.6545 4 < 0.1%
 
4.0487 4 < 0.1%
 
4.5704 4 < 0.1%
 
Other values (8212) 9747 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.44009 1 < 0.1%
 
-0.35655 1 < 0.1%
 
0.00085666 1 < 0.1%
 
0.0141 1 < 0.1%
 
0.21378 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.6518 1 < 0.1%
 
7.7384 1 < 0.1%
 
7.6009 1 < 0.1%
 
7.2973 1 < 0.1%
 
7.2073 1 < 0.1%
 

X3
Highly correlated

This variable is highly correlated with X25 and should be ignored for analysis

Correlation0.9836612161

X30
Numeric

Distinct count9245
Unique (%)94.4%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean5.35353109
Minimum-4940
Maximum29526
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-4940
5-th percentile-0.17487
Q10.08273
Median0.22695
Q30.434085
95-th percentile1.22925
Maximum29526
Range34466
Interquartile range0.351355

Descriptive statistics

Standard deviation340.9742682
Coef of variation63.69147064
Kurtosis5897.456343
Mean5.35353109
MAD12.8528855
Skewness70.68294257
Sum52309.35228
Variance116263.4516
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.10267 4 < 0.1%
 
0.16575 4 < 0.1%
 
0.18491 4 < 0.1%
 
0.2374 4 < 0.1%
 
0.22211 4 < 0.1%
 
0.19132 3 < 0.1%
 
0.1044 3 < 0.1%
 
0.23072 3 < 0.1%
 
0.14369 3 < 0.1%
 
-0.044341 3 < 0.1%
 
Other values (9234) 9736 99.4%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-4940 2 < 0.1%
 
-1055.9 1 < 0.1%
 
-976.46 1 < 0.1%
 
-765.99 1 < 0.1%
 
-486.16 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
29526 1 < 0.1%
 
10585 1 < 0.1%
 
8518.8 1 < 0.1%
 
4075.4 1 < 0.1%
 
2278.5 1 < 0.1%
 

X31
Highly correlated

This variable is highly correlated with X23 and should be ignored for analysis

Correlation0.9841929148

X32
Numeric

Distinct count8925
Unique (%)91.1%
Missing (%)1.0%
Missing (n)96
Infinite (%)0.0%
Infinite (n)0
Mean341.6251244
Minimum0
Maximum385590
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile17.8155
Q147.22275
Median80.8845
Q3133.2025
95-th percentile338.715
Maximum385590
Range385590
Interquartile range85.97975

Descriptive statistics

Standard deviation6145.604519
Coef of variation17.98932245
Kurtosis2448.958543
Mean341.6251244
MAD473.9463224
Skewness45.54528428
Sum3312397.206
Variance37768454.9
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 43 0.4%
 
102.88 5 0.1%
 
107.49 4 < 0.1%
 
101.21 4 < 0.1%
 
69.024 3 < 0.1%
 
119.86 3 < 0.1%
 
124.42 3 < 0.1%
 
126.56 3 < 0.1%
 
151.26 3 < 0.1%
 
135.26 3 < 0.1%
 
Other values (8914) 9622 98.3%
 
(Missing) 96 1.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 43 0.4%
 
0.033289 1 < 0.1%
 
0.065954 1 < 0.1%
 
0.10064 1 < 0.1%
 
0.42385 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
385590 1 < 0.1%
 
318310 1 < 0.1%
 
141510 2 < 0.1%
 
138180 1 < 0.1%
 
123530 1 < 0.1%
 

X33
Numeric

Distinct count9094
Unique (%)92.9%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean8.445313086
Minimum0
Maximum5534.1
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.965994
Q12.7023
Median4.4679
Q37.6271
95-th percentile19.3748
Maximum5534.1
Range5534.1
Interquartile range4.9248

Descriptive statistics

Standard deviation69.69018347
Coef of variation8.251936046
Kurtosis4804.975417
Mean8.445313086
MAD7.179821705
Skewness66.0257814
Sum82333.35728
Variance4856.721672
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 74 0.8%
 
2.8005 3 < 0.1%
 
11.705 3 < 0.1%
 
3.5505 3 < 0.1%
 
1.4278 3 < 0.1%
 
4.9976 3 < 0.1%
 
2.4664 3 < 0.1%
 
3.8997 3 < 0.1%
 
2.5299 3 < 0.1%
 
5.288 3 < 0.1%
 
Other values (9083) 9648 98.5%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 74 0.8%
 
1.1308e-05 1 < 0.1%
 
0.0009466 1 < 0.1%
 
0.0011467 1 < 0.1%
 
0.0025793 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5534.1 1 < 0.1%
 
3626.9 1 < 0.1%
 
861.16 1 < 0.1%
 
756.5 1 < 0.1%
 
670.05 1 < 0.1%
 

X34
Highly correlated

This variable is highly correlated with X33 and should be ignored for analysis

Correlation0.9423148929

X35
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9367083025

X36
Numeric

Distinct count8655
Unique (%)88.4%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean2.07726051
Minimum-1.4332e-05
Maximum1704.8
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1.4332e-05
5-th percentile0.42068
Q11.0309
Median1.5594
Q32.28425
95-th percentile4.2509
Maximum1704.8
Range1704.800014
Interquartile range1.25335

Descriptive statistics

Standard deviation17.34161472
Coef of variation8.348310014
Kurtosis9496.698736
Mean2.07726051
MAD1.21409015
Skewness96.7486044
Sum20338.45765
Variance300.731601
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.0715 5 0.1%
 
1.8421 5 0.1%
 
1.653 4 < 0.1%
 
1.6644 4 < 0.1%
 
1.5844 4 < 0.1%
 
1.2183 4 < 0.1%
 
1.021 4 < 0.1%
 
1.0768 4 < 0.1%
 
0 4 < 0.1%
 
1.6174 4 < 0.1%
 
Other values (8644) 9749 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.4332e-05 1 < 0.1%
 
0 4 < 0.1%
 
2.5726e-05 1 < 0.1%
 
2.6106e-05 1 < 0.1%
 
4.0141e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1704.8 1 < 0.1%
 
101.87 1 < 0.1%
 
90.978 1 < 0.1%
 
45.361 1 < 0.1%
 
38.154 1 < 0.1%
 

X37
Numeric

Distinct count5167
Unique (%)52.8%
Missing (%)45.4%
Missing (n)4442
Infinite (%)0.0%
Infinite (n)0
Mean70.65987739
Minimum-3.715
Maximum24487
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-3.715
5-th percentile0.245187
Q11.09705
Median3.1104
Q312.23975
95-th percentile160.8225
Maximum24487
Range24490.715
Interquartile range11.1427

Descriptive statistics

Standard deviation621.3112922
Coef of variation8.792985711
Kurtosis733.6184628
Mean70.65987739
MAD114.6774042
Skewness23.70329592
Sum378030.344
Variance386027.7218
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 3 < 0.1%
 
1.4359 3 < 0.1%
 
0.87107 3 < 0.1%
 
11.757 3 < 0.1%
 
9.2444 2 < 0.1%
 
1.2921 2 < 0.1%
 
1350.9 2 < 0.1%
 
4.8238 2 < 0.1%
 
15.994 2 < 0.1%
 
13.518 2 < 0.1%
 
Other values (5156) 5326 54.4%
 
(Missing) 4442 45.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.715 1 < 0.1%
 
-0.17072 1 < 0.1%
 
0 3 < 0.1%
 
0.0008429 1 < 0.1%
 
0.0026526 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
24487 1 < 0.1%
 
18531 1 < 0.1%
 
17071 1 < 0.1%
 
9608.1 1 < 0.1%
 
8210.5 1 < 0.1%
 

X38
Highly correlated

This variable is highly correlated with X3 and should be ignored for analysis

Correlation0.9933965416

X39
Numeric

Distinct count9354
Unique (%)95.5%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean-1.07257781
Minimum-7522
Maximum112.02
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum-7522
5-th percentile-0.20908
Q10.000686665
Median0.030427
Q30.0808555
95-th percentile0.21635
Maximum112.02
Range7634.02
Interquartile range0.080168835

Descriptive statistics

Standard deviation77.05676212
Coef of variation-71.84258467
Kurtosis9292.586877
Mean-1.07257781
MAD2.216592196
Skewness-95.36281585
Sum-10480.15778
Variance5937.744589
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 51 0.5%
 
0.030966 4 < 0.1%
 
0.038717 3 < 0.1%
 
-0.11448 3 < 0.1%
 
0.16441 3 < 0.1%
 
0.07936 3 < 0.1%
 
0.12274 3 < 0.1%
 
0.0073766 3 < 0.1%
 
0.13899 3 < 0.1%
 
0.11715 3 < 0.1%
 
Other values (9343) 9692 99.0%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-7522 1 < 0.1%
 
-648.8 1 < 0.1%
 
-604.24 1 < 0.1%
 
-553.13 1 < 0.1%
 
-477.1 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
112.02 1 < 0.1%
 
13.851 1 < 0.1%
 
4.1136 1 < 0.1%
 
2.7115 1 < 0.1%
 
2.5946 1 < 0.1%
 

X4
Numeric

Distinct count8704
Unique (%)88.9%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean8.136600091
Minimum-0.045319
Maximum27146
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.045319
5-th percentile0.475022
Q11.047
Median1.5918
Q32.8804
95-th percentile9.8145
Maximum27146
Range27146.04532
Interquartile range1.8334

Descriptive statistics

Standard deviation290.6472807
Coef of variation35.72097405
Kurtosis7866.6187
Mean8.136600091
MAD11.47983234
Skewness86.06915281
Sum79323.71428
Variance84475.84177
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.4828 5 0.1%
 
1.4654 5 0.1%
 
1.0515 4 < 0.1%
 
1.5739 4 < 0.1%
 
1.485 4 < 0.1%
 
1.0265 4 < 0.1%
 
1.2454 4 < 0.1%
 
1.5529 4 < 0.1%
 
4.3319 4 < 0.1%
 
1.7282 4 < 0.1%
 
Other values (8693) 9707 99.1%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.045319 1 < 0.1%
 
0.0020229 1 < 0.1%
 
0.0022376 1 < 0.1%
 
0.004717 1 < 0.1%
 
0.016855 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
27146 1 < 0.1%
 
8199.1 1 < 0.1%
 
3848.3 1 < 0.1%
 
1159.6 1 < 0.1%
 
854.49 1 < 0.1%
 

X40
Numeric

Distinct count9329
Unique (%)95.3%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean3.064235121
Minimum-8.8333
Maximum8007.1
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-8.8333
5-th percentile0.0090252
Q10.051234
Median0.1825
Q30.66648
95-th percentile4.41338
Maximum8007.1
Range8015.9333
Interquartile range0.615246

Descriptive statistics

Standard deviation87.91698882
Coef of variation28.69133253
Kurtosis7106.693967
Mean3.064235121
MAD4.949681353
Skewness80.15908074
Sum29873.22819
Variance7729.396922
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
0.11 5 0.1%
 
0.2006 4 < 0.1%
 
0.02374 3 < 0.1%
 
0.10505 3 < 0.1%
 
0.065092 3 < 0.1%
 
0.12013 3 < 0.1%
 
0.16143 3 < 0.1%
 
0.11881 3 < 0.1%
 
0.11501 3 < 0.1%
 
Other values (9318) 9711 99.2%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-8.8333 1 < 0.1%
 
-6.8769 1 < 0.1%
 
-0.69225 1 < 0.1%
 
-0.59748 1 < 0.1%
 
-0.1585 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8007.1 1 < 0.1%
 
2028.5 1 < 0.1%
 
1972.9 1 < 0.1%
 
1076.9 1 < 0.1%
 
703.95 1 < 0.1%
 

X41
Numeric

Distinct count9126
Unique (%)93.2%
Missing (%)1.9%
Missing (n)187
Infinite (%)0.0%
Infinite (n)0
Mean0.9689020591
Minimum-1086.8
Maximum3443.4
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-1086.8
5-th percentile-0.390292
Q10.025029
Median0.089499
Q30.21598
95-th percentile1.06456
Maximum3443.4
Range4530.2
Interquartile range0.190951

Descriptive statistics

Standard deviation41.19168113
Coef of variation42.51377189
Kurtosis5181.567204
Mean0.9689020591
MAD2.349514667
Skewness60.62886605
Sum9306.304277
Variance1696.754594
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 19 0.2%
 
0.13932 4 < 0.1%
 
0.12663 4 < 0.1%
 
0.12598 3 < 0.1%
 
0.10663 3 < 0.1%
 
0.10598 3 < 0.1%
 
0.23264 3 < 0.1%
 
0.10976 3 < 0.1%
 
0.14854 3 < 0.1%
 
0.1454 3 < 0.1%
 
Other values (9115) 9557 97.6%
 
(Missing) 187 1.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-1086.8 1 < 0.1%
 
-733.86 1 < 0.1%
 
-165.92 1 < 0.1%
 
-151.01 1 < 0.1%
 
-125.96 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3443.4 1 < 0.1%
 
896.63 1 < 0.1%
 
726.99 1 < 0.1%
 
539.09 1 < 0.1%
 
489.28 1 < 0.1%
 

X42
Numeric

Distinct count8530
Unique (%)87.1%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean-0.3714792798
Minimum-719.8
Maximum160.11
Zeros (%)9.1%
Mini histogram

Quantile statistics

Minimum-719.8
5-th percentile-0.168535
Q10
Median0.032384
Q30.081628
95-th percentile0.214475
Maximum160.11
Range879.91
Interquartile range0.081628

Descriptive statistics

Standard deviation14.17489615
Coef of variation-38.15797252
Kurtosis1821.982407
Mean-0.3714792798
MAD0.8935858168
Skewness-40.35845415
Sum-3629.724043
Variance200.9276809
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 892 9.1%
 
0.030966 4 < 0.1%
 
0.0066296 3 < 0.1%
 
0.054078 3 < 0.1%
 
0.081469 3 < 0.1%
 
0.12574 3 < 0.1%
 
0.14418 3 < 0.1%
 
0.2049 3 < 0.1%
 
0.052353 3 < 0.1%
 
0.043321 3 < 0.1%
 
Other values (8519) 8851 90.4%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-719.8 1 < 0.1%
 
-676.91 1 < 0.1%
 
-648.8 1 < 0.1%
 
-459.74 1 < 0.1%
 
-302 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
160.11 1 < 0.1%
 
100.15 1 < 0.1%
 
45.435 1 < 0.1%
 
15.915 1 < 0.1%
 
12.826 1 < 0.1%
 

X43
Numeric

Distinct count8657
Unique (%)88.4%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean735.6944029
Minimum-115870
Maximum3020000
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-115870
5-th percentile28.2535
Q168.901
Median103.48
Q3148.105
95-th percentile287.745
Maximum3020000
Range3135870
Interquartile range79.204

Descriptive statistics

Standard deviation32837.05085
Coef of variation44.63409089
Kurtosis7366.49655
Mean735.6944029
MAD1241.950672
Skewness82.05573159
Sum7188470.011
Variance1078271908
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 27 0.3%
 
106.22 6 0.1%
 
116.64 5 0.1%
 
103.76 5 0.1%
 
101.32 5 0.1%
 
109.89 5 0.1%
 
146.24 4 < 0.1%
 
134.44 4 < 0.1%
 
110.56 4 < 0.1%
 
150.33 4 < 0.1%
 
Other values (8646) 9702 99.1%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-115870 1 < 0.1%
 
0 27 0.3%
 
0.0033796 1 < 0.1%
 
0.051242 1 < 0.1%
 
0.093879 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3020000 1 < 0.1%
 
746760 1 < 0.1%
 
651840 1 < 0.1%
 
449250 1 < 0.1%
 
414340 1 < 0.1%
 

X44
Highly correlated

This variable is highly correlated with X43 and should be ignored for analysis

Correlation0.9999342799

X45
Numeric

Distinct count8834
Unique (%)90.2%
Missing (%)6.3%
Missing (n)613
Infinite (%)0.0%
Infinite (n)0
Mean5.45802352
Minimum-2834.9
Maximum10337
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-2834.9
5-th percentile-1.74345
Q10.0101315
Median0.23256
Q30.8161
95-th percentile5.27456
Maximum10337
Range13171.9
Interquartile range0.8059685

Descriptive statistics

Standard deviation186.4146167
Coef of variation34.15423477
Kurtosis2305.950374
Mean5.45802352
MAD12.57240424
Skewness44.45412253
Sum50099.19789
Variance34750.40932
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 44 0.4%
 
1.1925 4 < 0.1%
 
1.3446 3 < 0.1%
 
1.2802 3 < 0.1%
 
0.10381 3 < 0.1%
 
0.13431 3 < 0.1%
 
0.52646 3 < 0.1%
 
1.3196 3 < 0.1%
 
1.9625 3 < 0.1%
 
0.4172 3 < 0.1%
 
Other values (8823) 9107 93.0%
 
(Missing) 613 6.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-2834.9 1 < 0.1%
 
-1533.8 1 < 0.1%
 
-1191.6 1 < 0.1%
 
-784.52 1 < 0.1%
 
-351.1 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10337 2 < 0.1%
 
6753 1 < 0.1%
 
4493.6 1 < 0.1%
 
3863.4 1 < 0.1%
 
1683.1 1 < 0.1%
 

X46
Highly correlated

This variable is highly correlated with X4 and should be ignored for analysis

Correlation0.999948176

X47
Numeric

Distinct count8647
Unique (%)88.3%
Missing (%)0.7%
Missing (n)73
Infinite (%)0.0%
Infinite (n)0
Mean112.9897006
Minimum-3.6307
Maximum140990
Zeros (%)6.2%
Mini histogram

Quantile statistics

Minimum-3.6307
5-th percentile0
Q115.836
Median38.482
Q370.936
95-th percentile170.787
Maximum140990
Range140993.6307
Interquartile range55.1

Descriptive statistics

Standard deviation1993.125597
Coef of variation17.63988742
Kurtosis3151.291465
Mean112.9897006
MAD133.3889728
Skewness52.18426409
Sum1098146.9
Variance3972549.645
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 603 6.2%
 
114.84 4 < 0.1%
 
21.543 3 < 0.1%
 
100.13 3 < 0.1%
 
35.276 3 < 0.1%
 
10.521 3 < 0.1%
 
10.061 3 < 0.1%
 
120.39 3 < 0.1%
 
122.58 3 < 0.1%
 
50.686 3 < 0.1%
 
Other values (8636) 9088 92.8%
 
(Missing) 73 0.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-3.6307 1 < 0.1%
 
-0.18119 1 < 0.1%
 
-0.071595 1 < 0.1%
 
-0.051792 1 < 0.1%
 
-0.0028955 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
140990 1 < 0.1%
 
89802 1 < 0.1%
 
56170 1 < 0.1%
 
54307 1 < 0.1%
 
43170 1 < 0.1%
 

X48
Numeric

Distinct count9230
Unique (%)94.3%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean-0.002369751972
Minimum-13.815
Maximum33.535
Zeros (%)2.2%
Mini histogram

Quantile statistics

Minimum-13.815
5-th percentile-0.307915
Q1-0.047398
Median0.0069904
Q30.084418
95-th percentile0.28608
Maximum33.535
Range47.35
Interquartile range0.131816

Descriptive statistics

Standard deviation0.5254671715
Coef of variation-221.7393119
Kurtosis1830.039536
Mean-0.002369751972
MAD0.1467330268
Skewness25.33432634
Sum-23.20224155
Variance0.2761157483
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 213 2.2%
 
0.1222 5 0.1%
 
0.11146 4 < 0.1%
 
0.12065 3 < 0.1%
 
0.13869 3 < 0.1%
 
0.14185 3 < 0.1%
 
-0.10952 3 < 0.1%
 
-0.062537 3 < 0.1%
 
-0.02792 3 < 0.1%
 
-0.016125 3 < 0.1%
 
Other values (9219) 9548 97.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-13.815 1 < 0.1%
 
-8.9667 1 < 0.1%
 
-8.7827 1 < 0.1%
 
-5.1854 1 < 0.1%
 
-4.7667 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
33.535 1 < 0.1%
 
13.86 1 < 0.1%
 
9.8134 1 < 0.1%
 
5.8232 1 < 0.1%
 
2.9103 1 < 0.1%
 

X49
Numeric

Distinct count9248
Unique (%)94.4%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean-0.5172216263
Minimum-837.86
Maximum107.68
Zeros (%)2.2%
Mini histogram

Quantile statistics

Minimum-837.86
5-th percentile-0.317055
Q1-0.0353855
Median0.0046436
Q30.051082
95-th percentile0.17657
Maximum107.68
Range945.54
Interquartile range0.0864675

Descriptive statistics

Standard deviation15.73709805
Coef of variation-30.42621818
Kurtosis1699.12692
Mean-0.5172216263
MAD1.054035363
Skewness-39.19660551
Sum-5053.772511
Variance247.656255
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 213 2.2%
 
0.066062 3 < 0.1%
 
0.053488 3 < 0.1%
 
0.18151 3 < 0.1%
 
0.10084 3 < 0.1%
 
-0.11987 3 < 0.1%
 
0.10128 3 < 0.1%
 
0.015712 3 < 0.1%
 
0.23535 3 < 0.1%
 
-0.10039 3 < 0.1%
 
Other values (9237) 9531 97.3%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-837.86 1 < 0.1%
 
-676.91 1 < 0.1%
 
-649.16 1 < 0.1%
 
-515.27 1 < 0.1%
 
-470.74 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
107.68 1 < 0.1%
 
15.155 1 < 0.1%
 
12.826 1 < 0.1%
 
7.2764 1 < 0.1%
 
6.6898 1 < 0.1%
 

X5
Numeric

Distinct count9503
Unique (%)97.0%
Missing (%)0.2%
Missing (n)21
Infinite (%)0.0%
Infinite (n)0
Mean64.65163596
Minimum-379460
Maximum1034100
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-379460
5-th percentile-347.51
Q1-51.217
Median-0.055576
Q355.732
95-th percentile395.205
Maximum1034100
Range1413560
Interquartile range106.949

Descriptive statistics

Standard deviation14759.38948
Coef of variation228.2910441
Kurtosis3149.163915
Mean64.65163596
MAD804.2902478
Skewness43.8357539
Sum631711.135
Variance217839577.7
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 16 0.2%
 
-134.42 3 < 0.1%
 
53.924 3 < 0.1%
 
196.57 3 < 0.1%
 
-136.92 3 < 0.1%
 
-154.13 3 < 0.1%
 
102.17 3 < 0.1%
 
-35.034 2 < 0.1%
 
-44.229 2 < 0.1%
 
-21.04 2 < 0.1%
 
Other values (9492) 9731 99.4%
 
(Missing) 21 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-379460 1 < 0.1%
 
-352830 1 < 0.1%
 
-228990 1 < 0.1%
 
-139260 1 < 0.1%
 
-119710 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1034100 1 < 0.1%
 
724550 1 < 0.1%
 
161960 1 < 0.1%
 
155870 1 < 0.1%
 
110960 1 < 0.1%
 

X50
Highly correlated

This variable is highly correlated with X46 and should be ignored for analysis

Correlation0.9945594756

X51
Highly correlated

This variable is highly correlated with X2 and should be ignored for analysis

Correlation0.9923028924

X52
Highly correlated

This variable is highly correlated with X32 and should be ignored for analysis

Correlation0.991369279

X53
Numeric

Distinct count8846
Unique (%)90.3%
Missing (%)2.4%
Missing (n)231
Infinite (%)0.0%
Infinite (n)0
Mean6.114680893
Minimum-1033.7
Maximum4784.1
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1033.7
5-th percentile-0.1347
Q10.6849
Median1.2118
Q32.2742
95-th percentile11.622
Maximum4784.1
Range5817.8
Interquartile range1.5893

Descriptive statistics

Standard deviation90.19053357
Coef of variation14.74983489
Kurtosis1353.279699
Mean6.114680893
MAD10.0337034
Skewness32.9053982
Sum58462.46402
Variance8134.332345
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.3586 4 < 0.1%
 
1.2569 4 < 0.1%
 
1.4672 4 < 0.1%
 
1.2084 4 < 0.1%
 
2.1403 4 < 0.1%
 
1.0813 4 < 0.1%
 
1.8135 4 < 0.1%
 
1.3959 3 < 0.1%
 
1.5743 3 < 0.1%
 
1.2383 3 < 0.1%
 
Other values (8835) 9524 97.3%
 
(Missing) 231 2.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-1033.7 1 < 0.1%
 
-953.82 1 < 0.1%
 
-548.4 1 < 0.1%
 
-243.45 1 < 0.1%
 
-225.31 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4784.1 1 < 0.1%
 
3270.4 1 < 0.1%
 
3172.3 1 < 0.1%
 
2509.2 1 < 0.1%
 
2341.3 1 < 0.1%
 

X54
Highly correlated

This variable is highly correlated with X28 and should be ignored for analysis

Correlation0.9987279629

X55
Numeric

Distinct count9467
Unique (%)96.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7686.329947
Minimum-713220
Maximum6123700
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-713220
5-th percentile-5479.04
Q121.84
Median950.33
Q34694.55
95-th percentile34900.7
Maximum6123700
Range6836920
Interquartile range4672.71

Descriptive statistics

Standard deviation76052.6077
Coef of variation9.894528107
Kurtosis4306.055387
Mean7686.329947
MAD14216.96851
Skewness55.45605287
Sum75264542.84
Variance5783999138
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-713220. -266635. -96393. -34392. -20747. ... 129505. 229435. 414630. 964975. 6123700.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4894.9 3 < 0.1%
 
8898 3 < 0.1%
 
104.94 3 < 0.1%
 
-16152 3 < 0.1%
 
1.4654 3 < 0.1%
 
593 3 < 0.1%
 
160 3 < 0.1%
 
343.48 3 < 0.1%
 
1784.4 3 < 0.1%
 
13854 3 < 0.1%
 
Other values (9457) 9762 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-713220 1 < 0.1%
 
-504580 1 < 0.1%
 
-356320 1 < 0.1%
 
-339050 1 < 0.1%
 
-318690 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6123700 1 < 0.1%
 
1406500 1 < 0.1%
 
1355800 1 < 0.1%
 
1076400 1 < 0.1%
 
853550 1 < 0.1%
 

X56
Highly correlated

This variable is highly correlated with X39 and should be ignored for analysis

Correlation0.999295389

X57
Numeric

Distinct count9240
Unique (%)94.4%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.03502162848
Minimum-597.42
Maximum226.76
Zeros (%)1.1%
Mini histogram

Quantile statistics

Minimum-597.42
5-th percentile-0.471855
Q10.00876775
Median0.098026
Q30.24268
95-th percentile0.76904
Maximum226.76
Range824.18
Interquartile range0.23391225

Descriptive statistics

Standard deviation8.94536495
Coef of variation255.4240147
Kurtosis2966.76147
Mean0.03502162848
MAD0.6454872549
Skewness-45.61710532
Sum342.8967645
Variance80.01955409
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 105 1.1%
 
0.11243 4 < 0.1%
 
0.13315 3 < 0.1%
 
0.13189 3 < 0.1%
 
0.2919 3 < 0.1%
 
0.2028 3 < 0.1%
 
0.15652 3 < 0.1%
 
0.0031826 3 < 0.1%
 
0.12339 3 < 0.1%
 
0.22543 3 < 0.1%
 
Other values (9229) 9658 98.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-597.42 1 < 0.1%
 
-481.31 1 < 0.1%
 
-190.53 1 < 0.1%
 
-150.68 1 < 0.1%
 
-66.619 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
226.76 1 < 0.1%
 
118.69 1 < 0.1%
 
110.47 1 < 0.1%
 
72.368 1 < 0.1%
 
65.637 1 < 0.1%
 

X58
Numeric

Distinct count7717
Unique (%)78.8%
Missing (%)0.2%
Missing (n)16
Infinite (%)0.0%
Infinite (n)0
Mean1.133287273
Minimum-30.892
Maximum668.75
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-30.892
5-th percentile0.61624
Q10.8857225
Median0.958305
Q30.9961625
95-th percentile1.1771
Maximum668.75
Range699.642
Interquartile range0.11044

Descriptive statistics

Standard deviation8.038201103
Coef of variation7.092818647
Kurtosis5101.879894
Mean1.133287273
MAD0.4349617984
Skewness66.37566702
Sum11079.01638
Variance64.61267698
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 9 0.1%
 
1.0006 7 0.1%
 
1.0048 7 0.1%
 
1.0028 7 0.1%
 
1.0263 6 0.1%
 
1.0041 6 0.1%
 
1.0195 6 0.1%
 
1.0113 6 0.1%
 
1.039 6 0.1%
 
1.0003 6 0.1%
 
Other values (7706) 9710 99.2%
 
(Missing) 16 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-30.892 1 < 0.1%
 
-0.086331 1 < 0.1%
 
-0.078964 1 < 0.1%
 
-0.041292 1 < 0.1%
 
-0.018025 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
668.75 1 < 0.1%
 
286.02 1 < 0.1%
 
202.47 1 < 0.1%
 
187 1 < 0.1%
 
83.845 1 < 0.1%
 

X59
Numeric

Distinct count5171
Unique (%)52.8%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.8560533817
Minimum-284.38
Maximum1661
Zeros (%)45.4%
Mini histogram

Quantile statistics

Minimum-284.38
5-th percentile0
Q10
Median0.0021293
Q30.21179
95-th percentile1.4895
Maximum1661
Range1945.38
Interquartile range0.21179

Descriptive statistics

Standard deviation26.39330492
Coef of variation30.83137744
Kurtosis2709.300141
Mean0.8560533817
MAD1.759626414
Skewness48.44764012
Sum8381.61866
Variance696.6065444
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 4444 45.4%
 
0.1352 4 < 0.1%
 
0.18691 3 < 0.1%
 
0.33486 3 < 0.1%
 
1.1528 3 < 0.1%
 
0.013992 3 < 0.1%
 
0.12482 3 < 0.1%
 
0.44389 3 < 0.1%
 
0.26103 3 < 0.1%
 
0.6632 2 < 0.1%
 
Other values (5160) 5320 54.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-284.38 1 < 0.1%
 
-189.65 1 < 0.1%
 
-152.09 1 < 0.1%
 
-111.98 1 < 0.1%
 
-73.916 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1661 1 < 0.1%
 
1463.1 1 < 0.1%
 
730.8 1 < 0.1%
 
711.62 1 < 0.1%
 
617.89 1 < 0.1%
 

X6
Numeric

Distinct count5585
Unique (%)57.0%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean-0.05927338043
Minimum-486.82
Maximum322.2
Zeros (%)41.4%
Mini histogram

Quantile statistics

Minimum-486.82
5-th percentile-0.544665
Q1-0.00057829
Median0
Q30.0653215
95-th percentile0.430075
Maximum322.2
Range809.02
Interquartile range0.06589979

Descriptive statistics

Standard deviation6.812754097
Coef of variation-114.9378363
Kurtosis3369.866779
Mean-0.05927338043
MAD0.401209182
Skewness-21.69753607
Sum-580.3456678
Variance46.41361838
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 4055 41.4%
 
0.21704 3 < 0.1%
 
0.40074 3 < 0.1%
 
0.01641 2 < 0.1%
 
0.12538 2 < 0.1%
 
-1.8968 2 < 0.1%
 
0.19258 2 < 0.1%
 
0.70852 2 < 0.1%
 
-0.25677 2 < 0.1%
 
0.16213 2 < 0.1%
 
Other values (5574) 5716 58.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-486.82 1 < 0.1%
 
-117.42 1 < 0.1%
 
-77.399 1 < 0.1%
 
-53.802 1 < 0.1%
 
-46.873 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
322.2 1 < 0.1%
 
244.31 1 < 0.1%
 
137.05 1 < 0.1%
 
39.146 1 < 0.1%
 
3.9822 1 < 0.1%
 

X60
Numeric

Distinct count8625
Unique (%)88.1%
Missing (%)6.3%
Missing (n)614
Infinite (%)0.0%
Infinite (n)0
Mean118.1560643
Minimum0
Maximum251570
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.311165
Q15.356325
Median9.482
Q319.506
95-th percentile100.0125
Maximum251570
Range251570
Interquartile range14.149675

Descriptive statistics

Standard deviation3230.316692
Coef of variation27.33940667
Kurtosis4684.370917
Mean118.1560643
MAD196.8993258
Skewness65.49077002
Sum1084436.358
Variance10434945.93
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 6 0.1%
 
10.82 5 0.1%
 
11.112 4 < 0.1%
 
35.352 4 < 0.1%
 
10.644 4 < 0.1%
 
4.5072 4 < 0.1%
 
8.6195 3 < 0.1%
 
5.7811 3 < 0.1%
 
12.899 3 < 0.1%
 
11.323 3 < 0.1%
 
Other values (8614) 9139 93.3%
 
(Missing) 614 6.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 0.1%
 
0.013719 1 < 0.1%
 
0.023372 1 < 0.1%
 
0.034371 1 < 0.1%
 
0.038646 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
251570 1 < 0.1%
 
161540 1 < 0.1%
 
35590 1 < 0.1%
 
31424 1 < 0.1%
 
26865 1 < 0.1%
 

X61
Numeric

Distinct count9104
Unique (%)93.0%
Missing (%)0.3%
Missing (n)32
Infinite (%)0.0%
Infinite (n)0
Mean25.1944304
Minimum-12.656
Maximum108000
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-12.656
5-th percentile2.002525
Q14.2677
Median6.28355
Q39.9382
95-th percentile28.6981
Maximum108000
Range108012.656
Interquartile range5.6705

Descriptive statistics

Standard deviation1099.260821
Coef of variation43.63110432
Kurtosis9541.644041
Mean25.1944304
MAD33.92428231
Skewness97.17717656
Sum245897.6407
Variance1208374.353
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 20 0.2%
 
10.432 4 < 0.1%
 
6.342 4 < 0.1%
 
11.201 4 < 0.1%
 
4.3415 4 < 0.1%
 
15.374 3 < 0.1%
 
10.81 3 < 0.1%
 
5.5924 3 < 0.1%
 
5.2806 3 < 0.1%
 
11.352 3 < 0.1%
 
Other values (9093) 9709 99.2%
 
(Missing) 32 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-12.656 1 < 0.1%
 
-0.0031501 1 < 0.1%
 
0 20 0.2%
 
0.00012086 1 < 0.1%
 
0.00049387 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
108000 1 < 0.1%
 
7123 1 < 0.1%
 
4718.6 1 < 0.1%
 
3888 1 < 0.1%
 
3522 1 < 0.1%
 

X62
Highly correlated

This variable is highly correlated with X30 and should be ignored for analysis

Correlation0.944755247

X63
Highly correlated

This variable is highly correlated with X36 and should be ignored for analysis

Correlation0.939441559

X64
Numeric

Distinct count9006
Unique (%)92.0%
Missing (%)2.4%
Missing (n)231
Infinite (%)0.0%
Infinite (n)0
Mean35.94961884
Minimum-1.4822e-05
Maximum21153
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-1.4822e-05
5-th percentile0.63722
Q12.0129
Median4.0416
Q39.4135
95-th percentile70.196
Maximum21153
Range21153.00001
Interquartile range7.4006

Descriptive statistics

Standard deviation483.3186235
Coef of variation13.44433235
Kurtosis1184.826372
Mean35.94961884
MAD54.87640122
Skewness32.61179169
Sum343714.3057
Variance233596.8918
Memory size76.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 19 0.2%
 
2.2227 4 < 0.1%
 
1.6484 4 < 0.1%
 
3.7487 3 < 0.1%
 
0.87428 3 < 0.1%
 
3.8389 3 < 0.1%
 
7.6063 3 < 0.1%
 
6.1967 3 < 0.1%
 
1.3911 3 < 0.1%
 
4.7077 3 < 0.1%
 
Other values (8995) 9513 97.2%
 
(Missing) 231 2.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.4822e-05 1 < 0.1%
 
0 19 0.2%
 
2.5979e-05 1 < 0.1%
 
4.0599e-05 1 < 0.1%
 
5.8544e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21153 1 < 0.1%
 
19721 1 < 0.1%
 
18820 1 < 0.1%
 
15134 1 < 0.1%
 
13075 1 < 0.1%
 

X7
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9019397054

X8
Highly correlated

This variable is highly correlated with X17 and should be ignored for analysis

Correlation0.9999990887

X9
Highly correlated

This variable is highly correlated with X63 and should be ignored for analysis

Correlation0.9240575663

Y
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
9277
1
 
515
ValueCountFrequency (%) 
0 9277 94.7%
 
1 515 5.3%
 

Correlations

Missing values

Sample

First rows

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Last rows

X1X10X11X12X13X14X15X16X17X18X19X2X20X21X22X23X24X25X26X27X28X29X3X30X31X32X33X34X35X36X37X38X39X4X40X41X42X43X44X45X46X47X48X49X5X50X51X52X53X54X55X56X57X58X59X6X60X61X62X63X64X7X8X9Y
97820.0254870.4548000.0312640.0711250.0414250.0312642305.60.1583101.83570.0312640.0150170.5447625.7260.614130.0176490.0122420.0312640.4548000.147710NaN-0.1103804.7149-0.0695390.259700.01501777.4444.71310.0323970.0176492.177002.122600.5599900.0084770.841800.0213680.246600.00847763.22737.5010.1736900.5079825.853-0.037330-0.017931-39.55300.679250.439570.212180.721930.88892-3607.100.0048920.0560400.995110.2313000.02548714.18809.733177.0654.73623.304700.0312640.8348501.004901
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